Unverified50% confidenceSolutionExact time
Hooks transform "soft requirements" into "hard constraints," resolving the inherent flaw of large language models' probabilistic instruction compliance and ensuring deterministic execution at critical process nodes.
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Long-term
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9/11/2026
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